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What Are Claude Routines and How Do They Automate Your Dev Workflow?

Jake McCluskey
What Are Claude Routines and How Do They Automate Your Dev Workflow?

Your Dev Workflow Just Got Its Own Brain

Most developer productivity tools fall into two camps. Either they require you to click through a UI every time you want to do something, or they require you to build custom scripts that break when anything changes.

Claude Routines sits in between. You describe what you want to happen. Claude executes it on a schedule or in response to events. You don't have to be at your computer for any of it to work.

What Routines Actually Are

A routine is a scheduled or triggered AI task that Claude handles automatically. You define the trigger (time-based, event-based, or manual). You describe what should happen. Claude runs it whenever the trigger fires.

The important part: routines run on Anthropic's cloud infrastructure, not your laptop. Your computer can be closed, asleep, or sitting in a different country. The routine still runs.

This changes what's practical. Tasks you wouldn't bother automating because they required your machine to be on? Now trivial to automate.

How Triggers Work

Routines fire based on three kinds of triggers.

Scheduled triggers run on a time-based pattern. Every morning at 7am. Every Monday. The first of every month. Use these for recurring tasks like generating weekly reports, sending Monday planning summaries, or checking in on overnight deployments.

Event triggers fire in response to something happening. A new pull request lands on your GitHub repo. A customer submits a support ticket. A new deal closes in your CRM. These are the triggers that turn Claude into a real-time response system.

Manual triggers fire when you tell them to. These are useful for routines you want to run occasionally but not on a schedule. Think "quarterly competitor deep-dive" or "customer churn analysis."

Real Examples of What to Automate

These are the routines that actually save time:

PR review routine. When a pull request opens, Claude reviews it against your team's coding standards. It flags potential issues, suggests improvements, and leaves a comment with its analysis. Your senior engineers still do final review, but they're reviewing clean PRs instead of rough drafts.

Morning standup summary. Every morning at 7am, Claude pulls overnight activity from Slack, GitHub, Jira, and your error monitoring. It generates a summary of what happened while the team was asleep. You read it with your coffee. No standup meeting needed.

Customer ticket triage. When a new support ticket comes in, Claude reads it, categorizes it by urgency and type, suggests a response, and assigns it to the right team member. Most tickets get a draft response ready before anyone sees the original email.

Competitor monitoring. Every Monday morning, Claude checks your top five competitors' websites, pricing pages, and social presence. It flags any changes. You get a weekly digest of what's actually changing in your market.

The Power of Event-Based Automation

The scheduled routines are useful. The event-based routines are where things get genuinely powerful.

Traditional automation tools handle one event at a time. A zap fires. It does one thing. Done.

Claude Routines handle events with judgment. The event fires. Claude evaluates the situation. Claude decides what the right response is based on context. Claude executes that response.

This is the difference between a script and an assistant. A script does exactly what it's programmed to do, even when that's wrong. An assistant makes good decisions based on the situation.

For most dev workflow automation, you want the assistant.

The Setup Process

Creating a routine takes about three minutes:

  1. Open Claude Code.
  2. Run claude routines create.
  3. Describe what you want the routine to do.
  4. Set the trigger (schedule, event, or manual).
  5. Test it with claude routines test.
  6. Deploy it with claude routines deploy.

The routine is now live. It runs whenever the trigger fires. You don't have to do anything else.

If you need to change the behavior, you edit the routine definition and redeploy. If you need to pause it, you disable it. If you want to see what it's been doing, you check the routine log.

How This Compares to Zapier and Similar Tools

Zapier and similar automation platforms have been around forever. They're great at moving data between apps. They're terrible at anything that requires judgment.

Claude Routines are the opposite. They're great at anything requiring judgment. They can also move data between apps, but that's not their main value.

For simple data-shuffling automation ("when email arrives, save attachment to Google Drive"), use Zapier or similar tools. They're purpose-built for it.

For anything that requires reading, understanding, and responding intelligently, use Claude Routines. The quality difference is massive.

Start With One Routine

Don't try to automate everything at once. Pick the one task that annoys you most and automate it first.

Most people start with morning summaries because they see the time savings immediately. Every morning you save 20 minutes of checking emails, Slack, and dashboards. Over a year, that's 80 hours back.

Once you see how much time routines save, you'll find yourself automating everything else. Your workflow gets faster. Your team's output increases. You spend more time on actual work and less time on the meta-work of staying organized.

This is what automation is supposed to feel like. Finally.

Go deeper

7 Claude Code Features You Should Actually Know

Seven commands that change how Claude Code feels to use. A few are built-in, several are simple slash commands you add once and reuse forever.

Read the white paper →
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